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A texture analysis approach for objective uniformity evaluation in diagnostic ultrasound imaging: a preliminary study

机译:诊断超声成像客观均匀评价的纹理分析方法:初步研究

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Ultrasound image uniformity is an important parameter for quality assurance in diagnostic ultrasounds, but it is usually assessed by a qualitative judgement of technicians so its estimation is rough and subjective. In this work a novel method is developed to give an objective measurement of the B-mode image uniformity over the whole field of view or some of its part: the Texture Distribution Analysis Method (TDAM) is based on a segmentation of the Region of Interest, depending on some texture features calculated from co-occurrence matrices. Results on a set of 10 test images with different non-uniformities (Uniformity Image Test Set or UITS) show a good sensitivity and agreement of TDAM with the mean judgment by 5 human observers (TUV): TDAM and TUV uniformity values are coherent for the whole UITS, nevertheless a high uncertainty in uniformity values has been observed (up to 28 percent). Preliminary results look encouraging and more efforts are worth to refine the method.
机译:超声图像均匀性是诊断超声中质量保证的一个重要参数,但通常通过技术人员的定性判断来评估其估计是粗糙和主观的。在这项工作中,开发了一种新的方法,以便在整个视野或其部分部分的B模式图像均匀的客观测量:纹理分布分析方法(TDAM)基于感兴趣区域的分割,取决于由共发生矩阵计算的一些纹理特征。结果在具有不同非均匀性的一组10个测试图像(均匀图像测试集或UIT)显示出TDAM的良好敏感性和协议,平均判断5人类观察者(TUV):TDAM和TUV均匀性值是连贯的然而,全腹,已经观察到均匀性值的高不确定性(高达28%)。初步结果令人鼓舞,更多的努力是值得改进方法。

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